ec shard balancing

weed/shell/command_ec_balance.go

@@ -5,9 +5,8 @@ import (
 	"flag"
 	"fmt"
 	"io"
-	"math"
+	"sort"
 
-	"github.com/chrislusf/seaweedfs/weed/pb/master_pb"
 	"github.com/chrislusf/seaweedfs/weed/storage/erasure_coding"
 	"github.com/chrislusf/seaweedfs/weed/storage/needle"
 )
@@ -24,27 +23,72 @@ func (c *commandEcBalance) Name() string {
 }
 
 func (c *commandEcBalance) Help() string {
-	return `balance all ec shards among volume servers
+	return `balance all ec shards among all racks and volume servers
 
 	ec.balance [-c EACH_COLLECTION|<collection_name>] [-force] [-dataCenter <data_center>]
 
 	Algorithm:
 
 	For each type of volume server (different max volume count limit){
-		for each collection {
+		for each collection:
-			balanceEcVolumes()
+			balanceEcVolumes(collectionName)
+		for each rack:
+			balanceEcRack(rack)
+	}
+
+	func balanceEcVolumes(collectionName){
+		for each volume:
+			doDeduplicateEcShards(volumeId)
+
+		tracks rack~shardCount mapping
+		for each volume:
+			doBalanceEcShardsAcrossRacks(volumeId)
+
+		for each volume:
+			doBalanceEcShardsWithinRacks(volumeId)
+	}
+
+	// spread ec shards into more racks
+	func doBalanceEcShardsAcrossRacks(volumeId){
+		tracks rack~volumeIdShardCount mapping
+		averageShardsPerEcRack = totalShardNumber / numRacks  // totalShardNumber is 14 for now, later could varies for each dc
+		ecShardsToMove = select overflown ec shards from racks with ec shard counts > averageShardsPerEcRack
+		for each ecShardsToMove {
+			destRack = pickOneRack(rack~shardCount, rack~volumeIdShardCount, averageShardsPerEcRack)
+			destVolumeServers = volume servers on the destRack
+			pickOneEcNodeAndMoveOneShard(destVolumeServers)
 		}
 	}
 
-	func balanceEcVolumes(){
+	func doBalanceEcShardsWithinRacks(volumeId){
-		idealWritableVolumes = totalWritableVolumes / numVolumeServers
+		racks = collect all racks that the volume id is on
-		for {
+		for rack, shards := range racks
-			sort all volume servers ordered by the number of local writable volumes
+			doBalanceEcShardsWithinOneRack(volumeId, shards, rack)
-			pick the volume server A with the lowest number of writable volumes x
+	}
-			pick the volume server B with the highest number of writable volumes y
+
-			if y > idealWritableVolumes and x +1 <= idealWritableVolumes {
+	// move ec shards 
-				if B has a writable volume id v that A does not have {
+	func doBalanceEcShardsWithinOneRack(volumeId, shards, rackId){
-					move writable volume v from A to B
+		tracks volumeServer~volumeIdShardCount mapping
+		averageShardCount = len(shards) / numVolumeServers
+		volumeServersOverAverage = volume servers with volumeId's ec shard counts > averageShardsPerEcRack
+		ecShardsToMove = select overflown ec shards from volumeServersOverAverage
+		for each ecShardsToMove {
+			destVolumeServer = pickOneVolumeServer(volumeServer~shardCount, volumeServer~volumeIdShardCount, averageShardCount)
+			pickOneEcNodeAndMoveOneShard(destVolumeServers)
+		}
+	}
+
+	// move ec shards while keeping shard distribution for the same volume unchanged or more even
+	func balanceEcRack(rack){
+		averageShardCount = total shards / numVolumeServers
+		for hasMovedOneEcShard {
+			sort all volume servers ordered by the number of local ec shards
+			pick the volume server A with the lowest number of ec shards x
+			pick the volume server B with the highest number of ec shards y
+			if y > averageShardCount and x +1 <= averageShardCount {
+				if B has a ec shard with volume id v that A does not have {
+					move one ec shard v from B to A
+					hasMovedOneEcShard = true
 				}
 			}
 		}
@@ -63,55 +107,10 @@ func (c *commandEcBalance) Do(args []string, commandEnv *CommandEnv, writer io.W
 		return nil
 	}
 
-	var resp *master_pb.VolumeListResponse
 	ctx := context.Background()
-	err = commandEnv.MasterClient.WithClient(ctx, func(client master_pb.SeaweedClient) error {
-		resp, err = client.VolumeList(ctx, &master_pb.VolumeListRequest{})
-		return err
-	})
-	if err != nil {
-		return err
-	}
-
-	typeToNodes := collectVolumeServersByType(resp.TopologyInfo, *dc)
-	for _, volumeServers := range typeToNodes {
-
-		fmt.Printf("balanceEcVolumes servers %d\n", len(volumeServers))
-
-		if len(volumeServers) < 2 {
-			continue
-		}
-
-		if *collection == "EACH_COLLECTION" {
-			collections, err := ListCollectionNames(commandEnv, false, true)
-			if err != nil {
-				return err
-			}
-			fmt.Printf("balanceEcVolumes collections %+v\n", len(collections))
-			for _, c := range collections {
-				fmt.Printf("balanceEcVolumes collection %+v\n", c)
-				if err = balanceEcVolumes(commandEnv, c, *applyBalancing); err != nil {
-					return err
-				}
-			}
-		} else {
-			if err = balanceEcVolumes(commandEnv, *collection, *applyBalancing); err != nil {
-				return err
-			}
-		}
-
-	}
-	return nil
-}
-
-func balanceEcVolumes(commandEnv *CommandEnv, collection string, applyBalancing bool) error {
-
-	ctx := context.Background()
-
-	fmt.Printf("balanceEcVolumes %s\n", collection)
 
 	// collect all ec nodes
-	allEcNodes, totalFreeEcSlots, err := collectEcNodes(ctx, commandEnv)
+	allEcNodes, totalFreeEcSlots, err := collectEcNodes(ctx, commandEnv, *dc)
 	if err != nil {
 		return err
 	}
@@ -119,56 +118,75 @@ func balanceEcVolumes(commandEnv *CommandEnv, collection string, applyBalancing
 		return fmt.Errorf("no free ec shard slots. only %d left", totalFreeEcSlots)
 	}
 
-	// vid => []ecNode
+	racks := collectRacks(allEcNodes)
-	vidLocations := make(map[needle.VolumeId][]*EcNode)
+
-	for _, ecNode := range allEcNodes {
+	if *collection == "EACH_COLLECTION" {
-		for _, shardInfo := range ecNode.info.EcShardInfos {
+		collections, err := ListCollectionNames(commandEnv, false, true)
-			vidLocations[needle.VolumeId(shardInfo.Id)] = append(vidLocations[needle.VolumeId(shardInfo.Id)], ecNode)
+		if err != nil {
+			return err
+		}
+		fmt.Printf("balanceEcVolumes collections %+v\n", len(collections))
+		for _, c := range collections {
+			fmt.Printf("balanceEcVolumes collection %+v\n", c)
+			if err = balanceEcVolumes(commandEnv, c, allEcNodes, racks, *applyBalancing); err != nil {
+				return err
+			}
+		}
+	} else {
+		if err = balanceEcVolumes(commandEnv, *collection, allEcNodes, racks, *applyBalancing); err != nil {
+			return err
 		}
 	}
 
-	for vid, locations := range vidLocations {
+	if err := balanceEcRacks(ctx, commandEnv, racks, *applyBalancing); err != nil {
-
+		return fmt.Errorf("balance ec racks: %v", err)
-		if err := doDeduplicateEcShards(ctx, commandEnv, collection, vid, locations, applyBalancing); err != nil {
-			return err
-		}
-
-		if err := doBalanceEcShards(ctx, commandEnv, collection, vid, locations, allEcNodes, applyBalancing); err != nil {
-			return err
-		}
-
 	}
 
 	return nil
 }
 
-func doBalanceEcShards(ctx context.Context, commandEnv *CommandEnv, collection string, vid needle.VolumeId, locations []*EcNode, allEcNodes []*EcNode, applyBalancing bool) error {
+func collectRacks(allEcNodes []*EcNode) map[RackId]*EcRack {
-	// collect all ec nodes with at least one free slot
+	// collect racks info
-	var possibleDestinationEcNodes []*EcNode
+	racks := make(map[RackId]*EcRack)
-	possibleDataCenters := make(map[string]int)
-	possibleRacks := make(map[string]int)
 	for _, ecNode := range allEcNodes {
-		if ecNode.freeEcSlot > 0 {
+		if racks[ecNode.rack] == nil {
-			possibleDestinationEcNodes = append(possibleDestinationEcNodes, ecNode)
+			racks[ecNode.rack] = &EcRack{
-			possibleDataCenters[ecNode.dc] += ecNode.freeEcSlot
+				ecNodes: make(map[EcNodeId]*EcNode),
-			possibleRacks[ecNode.dc+"/"+ecNode.rack] += ecNode.freeEcSlot
+			}
 		}
+		racks[ecNode.rack].ecNodes[EcNodeId(ecNode.info.Id)] = ecNode
+		racks[ecNode.rack].freeEcSlot += ecNode.freeEcSlot
 	}
-	// calculate average number of shards an ec node should have for one volume
+	return racks
-	averageShardsPerEcNode := int(math.Ceil(float64(erasure_coding.TotalShardsCount) / float64(len(possibleDestinationEcNodes))))
+}
-	fmt.Printf("vid %d averageShards Per EcNode:%d\n", vid, averageShardsPerEcNode)
+
-	// check whether this volume has ecNodes that are over average
+func balanceEcVolumes(commandEnv *CommandEnv, collection string, allEcNodes []*EcNode, racks map[RackId]*EcRack, applyBalancing bool) error {
-	isOverPerNodeAverage := false
+
-	for _, ecNode := range locations {
+	ctx := context.Background()
-		shardBits := findEcVolumeShards(ecNode, vid)
+
-		if shardBits.ShardIdCount() > averageShardsPerEcNode {
+	fmt.Printf("balanceEcVolumes %s\n", collection)
-			isOverPerNodeAverage = true
+
-			fmt.Printf("vid %d %s has %d shards, isOverPerNodeAverage %+v\n", vid, ecNode.info.Id, shardBits.ShardIdCount(), isOverPerNodeAverage)
+	if err := deleteDuplicatedEcShards(ctx, commandEnv, allEcNodes, collection, applyBalancing); err != nil {
-			break
+		return fmt.Errorf("delete duplicated collection %s ec shards: %v", collection, err)
-		}
 	}
-	if isOverPerNodeAverage {
+
-		if err := spreadShardsIntoMoreDataNodes(ctx, commandEnv, averageShardsPerEcNode, collection, vid, locations, possibleDestinationEcNodes, applyBalancing); err != nil {
+	if err := balanceEcShardsAcrossRacks(ctx, commandEnv, allEcNodes, racks, collection, applyBalancing); err != nil {
+		return fmt.Errorf("balance across racks collection %s ec shards: %v", collection, err)
+	}
+
+	if err := balanceEcShardsWithinRacks(ctx, commandEnv, allEcNodes, racks, collection, applyBalancing); err != nil {
+		return fmt.Errorf("balance across racks collection %s ec shards: %v", collection, err)
+	}
+
+	return nil
+}
+
+func deleteDuplicatedEcShards(ctx context.Context, commandEnv *CommandEnv, allEcNodes []*EcNode, collection string, applyBalancing bool) error {
+	// vid => []ecNode
+	vidLocations := collectVolumeIdToEcNodes(allEcNodes)
+	// deduplicate ec shards
+	for vid, locations := range vidLocations {
+		if err := doDeduplicateEcShards(ctx, commandEnv, collection, vid, locations, applyBalancing); err != nil {
 			return err
 		}
 	}
@@ -203,14 +221,120 @@ func doDeduplicateEcShards(ctx context.Context, commandEnv *CommandEnv, collecti
 			if err := sourceServerDeleteEcShards(ctx, commandEnv.option.GrpcDialOption, collection, vid, ecNode.info.Id, duplicatedShardIds); err != nil {
 				return err
 			}
-			deleteEcVolumeShards(ecNode, vid, duplicatedShardIds)
+			ecNode.deleteEcVolumeShards(vid, duplicatedShardIds)
-			ecNode.freeEcSlot++
 		}
 	}
 	return nil
 }
 
-func spreadShardsIntoMoreDataNodes(ctx context.Context, commandEnv *CommandEnv, averageShardsPerEcNode int, collection string, vid needle.VolumeId, existingLocations, possibleDestinationEcNodes []*EcNode, applyBalancing bool) error {
+func balanceEcShardsAcrossRacks(ctx context.Context, commandEnv *CommandEnv, allEcNodes []*EcNode, racks map[RackId]*EcRack, collection string, applyBalancing bool) error {
+	// collect vid => []ecNode, since previous steps can change the locations
+	vidLocations := collectVolumeIdToEcNodes(allEcNodes)
+	// spread the ec shards evenly
+	for vid, locations := range vidLocations {
+		if err := doBalanceEcShardsAcrossRacks(ctx, commandEnv, collection, vid, locations, racks, applyBalancing); err != nil {
+			return err
+		}
+	}
+	return nil
+}
+
+func doBalanceEcShardsAcrossRacks(ctx context.Context, commandEnv *CommandEnv, collection string, vid needle.VolumeId, locations []*EcNode, racks map[RackId]*EcRack, applyBalancing bool) error {
+
+	// calculate average number of shards an ec rack should have for one volume
+	averageShardsPerEcRack := ceilDivide(erasure_coding.TotalShardsCount, len(racks))
+
+	// see the volume's shards are in how many racks, and how many in each rack
+	rackToShardCount := groupByCount(locations, func(ecNode *EcNode) (id string, count int) {
+		shardBits := findEcVolumeShards(ecNode, vid)
+		return string(ecNode.rack), shardBits.ShardIdCount()
+	})
+	rackEcNodesWithVid := groupBy(locations, func(ecNode *EcNode) string {
+		return string(ecNode.rack)
+	})
+
+	// ecShardsToMove = select overflown ec shards from racks with ec shard counts > averageShardsPerEcRack
+	ecShardsToMove := make(map[erasure_coding.ShardId]*EcNode)
+	for rackId, count := range rackToShardCount {
+		if count > averageShardsPerEcRack {
+			possibleEcNodes := rackEcNodesWithVid[rackId]
+			for shardId, ecNode := range pickNEcShardsToMoveFrom(possibleEcNodes, vid, count-averageShardsPerEcRack) {
+				ecShardsToMove[shardId] = ecNode
+			}
+		}
+	}
+
+	for shardId, ecNode := range ecShardsToMove {
+		rackId := pickOneRack(racks, rackToShardCount, averageShardsPerEcRack)
+		var possibleDestinationEcNodes []*EcNode
+		for _, n := range racks[rackId].ecNodes {
+			possibleDestinationEcNodes = append(possibleDestinationEcNodes, n)
+		}
+		err := pickOneEcNodeAndMoveOneShard(ctx, commandEnv, averageShardsPerEcRack, ecNode, collection, vid, shardId, possibleDestinationEcNodes, applyBalancing)
+		if err != nil {
+			return err
+		}
+		rackToShardCount[string(rackId)] += 1
+		rackToShardCount[string(ecNode.rack)] -= 1
+		racks[rackId].freeEcSlot -= 1
+		racks[ecNode.rack].freeEcSlot += 1
+	}
+
+	return nil
+}
+
+func pickOneRack(rackToEcNodes map[RackId]*EcRack, rackToShardCount map[string]int, averageShardsPerEcRack int) RackId {
+
+	// TODO later may need to add some randomness
+
+	for rackId, rack := range rackToEcNodes {
+		if rackToShardCount[string(rackId)] >= averageShardsPerEcRack {
+			continue
+		}
+
+		if rack.freeEcSlot <= 0 {
+			continue
+		}
+
+		return rackId
+	}
+
+	return ""
+}
+
+func balanceEcShardsWithinRacks(ctx context.Context, commandEnv *CommandEnv, allEcNodes []*EcNode, racks map[RackId]*EcRack, collection string, applyBalancing bool) error {
+	// collect vid => []ecNode, since previous steps can change the locations
+	vidLocations := collectVolumeIdToEcNodes(allEcNodes)
+
+	// spread the ec shards evenly
+	for vid, locations := range vidLocations {
+
+		// see the volume's shards are in how many racks, and how many in each rack
+		rackToShardCount := groupByCount(locations, func(ecNode *EcNode) (id string, count int) {
+			shardBits := findEcVolumeShards(ecNode, vid)
+			return string(ecNode.rack), shardBits.ShardIdCount()
+		})
+		rackEcNodesWithVid := groupBy(locations, func(ecNode *EcNode) string {
+			return string(ecNode.rack)
+		})
+
+		for rackId, _ := range rackToShardCount {
+
+			var possibleDestinationEcNodes []*EcNode
+			for _, n := range racks[RackId(rackId)].ecNodes {
+				possibleDestinationEcNodes = append(possibleDestinationEcNodes, n)
+			}
+			sourceEcNodes := rackEcNodesWithVid[rackId]
+			averageShardsPerEcNode := ceilDivide(rackToShardCount[rackId], len(possibleDestinationEcNodes))
+			if err := doBalanceEcShardsWithinOneRack(ctx, commandEnv, averageShardsPerEcNode, collection, vid, sourceEcNodes, possibleDestinationEcNodes, applyBalancing); err != nil {
+				return err
+			}
+		}
+	}
+	return nil
+}
+
+func doBalanceEcShardsWithinOneRack(ctx context.Context, commandEnv *CommandEnv, averageShardsPerEcNode int, collection string, vid needle.VolumeId, existingLocations, possibleDestinationEcNodes []*EcNode, applyBalancing bool) error {
 
 	for _, ecNode := range existingLocations {
 
@@ -237,9 +361,85 @@ func spreadShardsIntoMoreDataNodes(ctx context.Context, commandEnv *CommandEnv,
 	return nil
 }
 
-func pickOneEcNodeAndMoveOneShard(ctx context.Context, commandEnv *CommandEnv, averageShardsPerEcNode int, existingLocation *EcNode, collection string, vid needle.VolumeId, shardId erasure_coding.ShardId, possibleDestinationEcNodes []*EcNode, applyBalancing bool) error {
+func balanceEcRacks(ctx context.Context, commandEnv *CommandEnv, racks map[RackId]*EcRack, applyBalancing bool) error {
+
+	// balance one rack for all ec shards
+	for _, ecRack := range racks {
+		if err := doBalanceEcRack(ctx, commandEnv, ecRack, applyBalancing); err != nil {
+			return err
+		}
+	}
+	return nil
+}
+
+func doBalanceEcRack(ctx context.Context, commandEnv *CommandEnv, ecRack *EcRack, applyBalancing bool) error {
+
+	if len(ecRack.ecNodes) <= 1 {
+		return nil
+	}
+
+	var rackEcNodes []*EcNode
+	for _, node := range ecRack.ecNodes {
+		rackEcNodes = append(rackEcNodes, node)
+	}
+
+	ecNodeIdToShardCount := groupByCount(rackEcNodes, func(node *EcNode) (id string, count int) {
+		for _, ecShardInfo := range node.info.EcShardInfos {
+			count += erasure_coding.ShardBits(ecShardInfo.EcIndexBits).ShardIdCount()
+		}
+		return node.info.Id, count
+	})
+
+	var totalShardCount int
+	for _, count := range ecNodeIdToShardCount {
+		totalShardCount += count
+	}
+
+	averageShardCount := ceilDivide(totalShardCount, len(rackEcNodes))
+
+	hasMove := true
+	for hasMove {
+		hasMove = false
+		sort.Slice(rackEcNodes, func(i, j int) bool {
+			return rackEcNodes[i].freeEcSlot > rackEcNodes[j].freeEcSlot
+		})
+		emptyNode, fullNode := rackEcNodes[0], rackEcNodes[len(rackEcNodes)-1]
+		emptyNodeShardCount, fullNodeShardCount := ecNodeIdToShardCount[emptyNode.info.Id], ecNodeIdToShardCount[fullNode.info.Id]
+		if fullNodeShardCount > averageShardCount && emptyNodeShardCount+1 <= averageShardCount {
+
+			emptyNodeIds := make(map[uint32]bool)
+			for _, shards := range emptyNode.info.EcShardInfos {
+				emptyNodeIds[shards.Id] = true
+			}
+			for _, shards := range fullNode.info.EcShardInfos {
+				if _, found := emptyNodeIds[shards.Id]; !found {
+					for _, shardId := range erasure_coding.ShardBits(shards.EcIndexBits).ShardIds() {
+
+						fmt.Printf("%s moves ec shards %d.%d to %s\n", fullNode.info.Id, shards.Id, shardId, emptyNode.info.Id)
+
+						err := moveMountedShardToEcNode(ctx, commandEnv, fullNode, shards.Collection, needle.VolumeId(shards.Id), shardId, emptyNode, applyBalancing)
+						if err != nil {
+							return err
+						}
+
+						ecNodeIdToShardCount[emptyNode.info.Id]++
+						ecNodeIdToShardCount[fullNode.info.Id]--
+						hasMove = true
+						break
+					}
+					break
+				}
+			}
+		}
+	}
+
+	return nil
+}
+
+func pickOneEcNodeAndMoveOneShard(ctx context.Context, commandEnv *CommandEnv, expectedTotalEcShards int, existingLocation *EcNode, collection string, vid needle.VolumeId, shardId erasure_coding.ShardId, possibleDestinationEcNodes []*EcNode, applyBalancing bool) error {
 
 	sortEcNodes(possibleDestinationEcNodes)
+	averageShardsPerEcNode := ceilDivide(expectedTotalEcShards, len(possibleDestinationEcNodes))
 
 	for _, destEcNode := range possibleDestinationEcNodes {
 		if destEcNode.info.Id == existingLocation.info.Id {
@@ -260,45 +460,58 @@ func pickOneEcNodeAndMoveOneShard(ctx context.Context, commandEnv *CommandEnv, a
 			return err
 		}
 
-		destEcNode.freeEcSlot--
-		existingLocation.freeEcSlot++
 		return nil
 	}
 
 	return nil
 }
 
-func findEcVolumeShards(ecNode *EcNode, vid needle.VolumeId) erasure_coding.ShardBits {
+func pickNEcShardsToMoveFrom(ecNodes []*EcNode, vid needle.VolumeId, n int) (map[erasure_coding.ShardId]*EcNode) {
-
+	picked := make(map[erasure_coding.ShardId]*EcNode)
-	for _, shardInfo := range ecNode.info.EcShardInfos {
+	var candidateEcNodes []*CandidateEcNode
-		if needle.VolumeId(shardInfo.Id) == vid {
+	for _, ecNode := range ecNodes {
-			return erasure_coding.ShardBits(shardInfo.EcIndexBits)
+		shardBits := findEcVolumeShards(ecNode, vid)
+		if shardBits.ShardIdCount() > 0 {
+			candidateEcNodes = append(candidateEcNodes, &CandidateEcNode{
+				ecNode:     ecNode,
+				shardCount: shardBits.ShardIdCount(),
+			})
 		}
 	}
-
+	sort.Slice(candidateEcNodes, func(i, j int) bool {
-	return 0
+		return candidateEcNodes[i].shardCount > candidateEcNodes[j].shardCount
-}
+	})
-
+	for i := 0; i < n; i++ {
-func addEcVolumeShards(ecNode *EcNode, vid needle.VolumeId, shardIds []uint32) {
+		selectedEcNodeIndex := -1
-
+		for i, candidateEcNode := range candidateEcNodes {
-	for _, shardInfo := range ecNode.info.EcShardInfos {
+			shardBits := findEcVolumeShards(candidateEcNode.ecNode, vid)
-		if needle.VolumeId(shardInfo.Id) == vid {
+			if shardBits > 0 {
-			for _, shardId := range shardIds {
+				selectedEcNodeIndex = i
-				shardInfo.EcIndexBits = uint32(erasure_coding.ShardBits(shardInfo.EcIndexBits).AddShardId(erasure_coding.ShardId(shardId)))
+				for _, shardId := range shardBits.ShardIds() {
+					candidateEcNode.shardCount--
+					picked[shardId] = candidateEcNode.ecNode
+					candidateEcNode.ecNode.deleteEcVolumeShards(vid, []uint32{uint32(shardId)})
+					break
+				}
+				break
 			}
 		}
-	}
+		if selectedEcNodeIndex >= 0 {
+			ensureSortedEcNodes(candidateEcNodes, selectedEcNodeIndex, func(i, j int) bool {
+				return candidateEcNodes[i].shardCount > candidateEcNodes[j].shardCount
+			})
+		}
 
+	}
+	return picked
 }
 
-func deleteEcVolumeShards(ecNode *EcNode, vid needle.VolumeId, shardIds []uint32) {
+func collectVolumeIdToEcNodes(allEcNodes []*EcNode) map[needle.VolumeId][]*EcNode {
-
+	vidLocations := make(map[needle.VolumeId][]*EcNode)
-	for _, shardInfo := range ecNode.info.EcShardInfos {
+	for _, ecNode := range allEcNodes {
-		if needle.VolumeId(shardInfo.Id) == vid {
+		for _, shardInfo := range ecNode.info.EcShardInfos {
-			for _, shardId := range shardIds {
+			vidLocations[needle.VolumeId(shardInfo.Id)] = append(vidLocations[needle.VolumeId(shardInfo.Id)], ecNode)
-				shardInfo.EcIndexBits = uint32(erasure_coding.ShardBits(shardInfo.EcIndexBits).RemoveShardId(erasure_coding.ShardId(shardId)))
-			}
 		}
 	}
-
+	return vidLocations
 }

weed/shell/command_ec_common.go

@@ -3,6 +3,7 @@ package shell
 import (
 	"context"
 	"fmt"
+	"math"
 	"sort"
 
 	"github.com/chrislusf/seaweedfs/weed/glog"
@@ -14,33 +15,36 @@ import (
 	"google.golang.org/grpc"
 )
 
-func moveMountedShardToEcNode(ctx context.Context, commandEnv *CommandEnv, existingLocation *EcNode, collection string, vid needle.VolumeId, shardId erasure_coding.ShardId, destinationEcNode *EcNode, applyBalancing bool) error {
+func moveMountedShardToEcNode(ctx context.Context, commandEnv *CommandEnv, existingLocation *EcNode, collection string, vid needle.VolumeId, shardId erasure_coding.ShardId, destinationEcNode *EcNode, applyBalancing bool) (err error) {
 
-	fmt.Printf("moved ec shard %d.%d %s => %s\n", vid, shardId, existingLocation.info.Id, destinationEcNode.info.Id)
+	copiedShardIds := []uint32{uint32(shardId)}
+
+	if applyBalancing {
+
+		// ask destination node to copy shard and the ecx file from source node, and mount it
+		copiedShardIds, err = oneServerCopyAndMountEcShardsFromSource(ctx, commandEnv.option.GrpcDialOption, destinationEcNode, uint32(shardId), 1, vid, collection, existingLocation.info.Id)
+		if err != nil {
+			return err
+		}
+
+		// unmount the to be deleted shards
+		err = unmountEcShards(ctx, commandEnv.option.GrpcDialOption, vid, existingLocation.info.Id, copiedShardIds)
+		if err != nil {
+			return err
+		}
+
+		// ask source node to delete the shard, and maybe the ecx file
+		err = sourceServerDeleteEcShards(ctx, commandEnv.option.GrpcDialOption, collection, vid, existingLocation.info.Id, copiedShardIds)
+		if err != nil {
+			return err
+		}
+
+		fmt.Printf("moved ec shard %d.%d %s => %s\n", vid, shardId, existingLocation.info.Id, destinationEcNode.info.Id)
 
-	if !applyBalancing {
-		return nil
 	}
 
-	// ask destination node to copy shard and the ecx file from source node, and mount it
+	destinationEcNode.addEcVolumeShards(vid, collection, copiedShardIds)
-	copiedShardIds, err := oneServerCopyAndMountEcShardsFromSource(ctx, commandEnv.option.GrpcDialOption, destinationEcNode, uint32(shardId), 1, vid, collection, existingLocation.info.Id)
+	existingLocation.deleteEcVolumeShards(vid, copiedShardIds)
-	if err != nil {
-		return err
-	}
-
-	// unmount the to be deleted shards
-	err = unmountEcShards(ctx, commandEnv.option.GrpcDialOption, vid, existingLocation.info.Id, copiedShardIds)
-	if err != nil {
-		return err
-	}
-
-	// ask source node to delete the shard, and maybe the ecx file
-	err = sourceServerDeleteEcShards(ctx, commandEnv.option.GrpcDialOption, collection, vid, existingLocation.info.Id, copiedShardIds)
-	if err != nil {
-		return err
-	}
-
-	deleteEcVolumeShards(existingLocation, vid, copiedShardIds)
 
 	return nil
 
@@ -98,11 +102,11 @@ func oneServerCopyAndMountEcShardsFromSource(ctx context.Context, grpcDialOption
 	return
 }
 
-func eachDataNode(topo *master_pb.TopologyInfo, fn func(dc, rack string, dn *master_pb.DataNodeInfo)) {
+func eachDataNode(topo *master_pb.TopologyInfo, fn func(dc string, rack RackId, dn *master_pb.DataNodeInfo)) {
 	for _, dc := range topo.DataCenterInfos {
 		for _, rack := range dc.RackInfos {
 			for _, dn := range rack.DataNodeInfos {
-				fn(dc.Id, rack.Id, dn)
+				fn(dc.Id, RackId(rack.Id), dn)
 			}
 		}
 	}
@@ -114,6 +118,35 @@ func sortEcNodes(ecNodes []*EcNode) {
 	})
 }
 
+type CandidateEcNode struct {
+	ecNode     *EcNode
+	shardCount int
+}
+
+// if the index node changed the freeEcSlot, need to keep every EcNode still sorted
+func ensureSortedEcNodes(data []*CandidateEcNode, index int, lessThan func(i, j int) bool) {
+	for i := index - 1; i >= 0; i-- {
+		if lessThan(i+1, i) {
+			swap(data, i, i+1)
+		} else {
+			break
+		}
+	}
+	for i := index + 1; i < len(data); i++ {
+		if lessThan(i, i-1) {
+			swap(data, i, i-1)
+		} else {
+			break
+		}
+	}
+}
+
+func swap(data []*CandidateEcNode, i, j int) {
+	t := data[i]
+	data[i] = data[j]
+	data[j] = t
+}
+
 func countShards(ecShardInfos []*master_pb.VolumeEcShardInformationMessage) (count int) {
 	for _, ecShardInfo := range ecShardInfos {
 		shardBits := erasure_coding.ShardBits(ecShardInfo.EcIndexBits)
@@ -126,14 +159,22 @@ func countFreeShardSlots(dn *master_pb.DataNodeInfo) (count int) {
 	return int(dn.FreeVolumeCount)*10 - countShards(dn.EcShardInfos)
 }
 
+type RackId string
+type EcNodeId string
+
 type EcNode struct {
 	info       *master_pb.DataNodeInfo
 	dc         string
-	rack       string
+	rack       RackId
 	freeEcSlot int
 }
 
-func collectEcNodes(ctx context.Context, commandEnv *CommandEnv) (ecNodes []*EcNode, totalFreeEcSlots int, err error) {
+type EcRack struct {
+	ecNodes    map[EcNodeId]*EcNode
+	freeEcSlot int
+}
+
+func collectEcNodes(ctx context.Context, commandEnv *CommandEnv, selectedDataCenter string) (ecNodes []*EcNode, totalFreeEcSlots int, err error) {
 
 	// list all possible locations
 	var resp *master_pb.VolumeListResponse
@@ -146,7 +187,10 @@ func collectEcNodes(ctx context.Context, commandEnv *CommandEnv) (ecNodes []*EcN
 	}
 
 	// find out all volume servers with one slot left.
-	eachDataNode(resp.TopologyInfo, func(dc, rack string, dn *master_pb.DataNodeInfo) {
+	eachDataNode(resp.TopologyInfo, func(dc string, rack RackId, dn *master_pb.DataNodeInfo) {
+		if selectedDataCenter != "" && selectedDataCenter != dc {
+			return
+		}
 		if freeEcSlots := countFreeShardSlots(dn); freeEcSlots > 0 {
 			ecNodes = append(ecNodes, &EcNode{
 				info:       dn,
@@ -207,3 +251,86 @@ func mountEcShards(ctx context.Context, grpcDialOption grpc.DialOption,
 		return mountErr
 	})
 }
+
+func ceilDivide(total, n int) int {
+	return int(math.Ceil(float64(total) / float64(n)))
+}
+
+func findEcVolumeShards(ecNode *EcNode, vid needle.VolumeId) erasure_coding.ShardBits {
+
+	for _, shardInfo := range ecNode.info.EcShardInfos {
+		if needle.VolumeId(shardInfo.Id) == vid {
+			return erasure_coding.ShardBits(shardInfo.EcIndexBits)
+		}
+	}
+
+	return 0
+}
+
+func (ecNode *EcNode) addEcVolumeShards(vid needle.VolumeId, collection string, shardIds []uint32) *EcNode {
+
+	foundVolume := false
+	for _, shardInfo := range ecNode.info.EcShardInfos {
+		if needle.VolumeId(shardInfo.Id) == vid {
+			oldShardBits := erasure_coding.ShardBits(shardInfo.EcIndexBits)
+			newShardBits := oldShardBits
+			for _, shardId := range shardIds {
+				newShardBits = newShardBits.AddShardId(erasure_coding.ShardId(shardId))
+			}
+			shardInfo.EcIndexBits = uint32(newShardBits)
+			ecNode.freeEcSlot -= newShardBits.ShardIdCount() - oldShardBits.ShardIdCount()
+			foundVolume = true
+			break
+		}
+	}
+
+	if !foundVolume {
+		var newShardBits erasure_coding.ShardBits
+		for _, shardId := range shardIds {
+			newShardBits = newShardBits.AddShardId(erasure_coding.ShardId(shardId))
+		}
+		ecNode.info.EcShardInfos = append(ecNode.info.EcShardInfos, &master_pb.VolumeEcShardInformationMessage{
+			Id:          uint32(vid),
+			Collection:  collection,
+			EcIndexBits: uint32(newShardBits),
+		})
+		ecNode.freeEcSlot -= len(shardIds)
+	}
+
+	return ecNode
+}
+
+func (ecNode *EcNode) deleteEcVolumeShards(vid needle.VolumeId, shardIds []uint32) *EcNode {
+
+	for _, shardInfo := range ecNode.info.EcShardInfos {
+		if needle.VolumeId(shardInfo.Id) == vid {
+			oldShardBits := erasure_coding.ShardBits(shardInfo.EcIndexBits)
+			newShardBits := oldShardBits
+			for _, shardId := range shardIds {
+				newShardBits = newShardBits.RemoveShardId(erasure_coding.ShardId(shardId))
+			}
+			shardInfo.EcIndexBits = uint32(newShardBits)
+			ecNode.freeEcSlot -= newShardBits.ShardIdCount() - oldShardBits.ShardIdCount()
+		}
+	}
+
+	return ecNode
+}
+
+func groupByCount(data []*EcNode, identifierFn func(*EcNode) (id string, count int)) map[string]int {
+	countMap := make(map[string]int)
+	for _, d := range data {
+		id, count := identifierFn(d)
+		countMap[id] += count
+	}
+	return countMap
+}
+
+func groupBy(data []*EcNode, identifierFn func(*EcNode) (id string)) map[string][]*EcNode {
+	groupMap := make(map[string][]*EcNode)
+	for _, d := range data {
+		id := identifierFn(d)
+		groupMap[id] = append(groupMap[id], d)
+	}
+	return groupMap
+}

weed/shell/command_ec_encode.go

@@ -123,7 +123,7 @@ func generateEcShards(ctx context.Context, grpcDialOption grpc.DialOption, volum
 
 func spreadEcShards(ctx context.Context, commandEnv *CommandEnv, volumeId needle.VolumeId, collection string, existingLocations []wdclient.Location) (err error) {
 
-	allEcNodes, totalFreeEcSlots, err := collectEcNodes(ctx, commandEnv)
+	allEcNodes, totalFreeEcSlots, err := collectEcNodes(ctx, commandEnv, "")
 	if err != nil {
 		return err
 	}
@@ -191,7 +191,7 @@ func parallelCopyEcShardsFromSource(ctx context.Context, grpcDialOption grpc.Dia
 				err = copyErr
 			} else {
 				shardIdChan <- copiedShardIds
-				server.freeEcSlot -= len(copiedShardIds)
+				server.addEcVolumeShards(volumeId, collection, copiedShardIds)
 			}
 		}(server, startFromShardId, allocated[i])
 		startFromShardId += uint32(allocated[i])

weed/shell/command_ec_rebuild.go

@@ -64,7 +64,7 @@ func (c *commandEcRebuild) Do(args []string, commandEnv *CommandEnv, writer io.W
 	}
 
 	// collect all ec nodes
-	allEcNodes, _, err := collectEcNodes(context.Background(), commandEnv)
+	allEcNodes, _, err := collectEcNodes(context.Background(), commandEnv, "")
 	if err != nil {
 		return err
 	}
@@ -155,7 +155,6 @@ func rebuildOneEcVolume(ctx context.Context, commandEnv *CommandEnv, rebuilder *
 	if err != nil {
 		return err
 	}
-	rebuilder.freeEcSlot -= len(generatedShardIds)
 
 	// mount the generated shards
 	err = mountEcShards(ctx, commandEnv.option.GrpcDialOption, collection, volumeId, rebuilder.info.Id, generatedShardIds)
@@ -163,7 +162,7 @@ func rebuildOneEcVolume(ctx context.Context, commandEnv *CommandEnv, rebuilder *
 		return err
 	}
 
-	addEcVolumeShards(rebuilder, volumeId, generatedShardIds)
+	rebuilder.addEcVolumeShards(volumeId, collection, generatedShardIds)
 
 	return nil
 }

weed/shell/command_ec_test.go

@@ -0,0 +1,127 @@
+package shell
+
+import (
+	"context"
+	"testing"
+
+	"github.com/chrislusf/seaweedfs/weed/pb/master_pb"
+	"github.com/chrislusf/seaweedfs/weed/storage/needle"
+)
+
+func TestCommandEcBalanceSmall(t *testing.T) {
+
+	allEcNodes := []*EcNode{
+		newEcNode("dc1", "rack1", "dn1", 100).addEcVolumeAndShardsForTest(1, "c1", []uint32{0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13}),
+		newEcNode("dc1", "rack2", "dn2", 100).addEcVolumeAndShardsForTest(2, "c1", []uint32{0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13}),
+	}
+
+	racks := collectRacks(allEcNodes)
+	balanceEcVolumes(nil, "c1", allEcNodes, racks, false)
+}
+
+func TestCommandEcBalanceNothingToMove(t *testing.T) {
+
+	allEcNodes := []*EcNode{
+		newEcNode("dc1", "rack1", "dn1", 100).
+			addEcVolumeAndShardsForTest(1, "c1", []uint32{0, 1, 2, 3, 4, 5, 6}).
+			addEcVolumeAndShardsForTest(2, "c1", []uint32{7, 8, 9, 10, 11, 12, 13}),
+		newEcNode("dc1", "rack1", "dn2", 100).
+			addEcVolumeAndShardsForTest(1, "c1", []uint32{7, 8, 9, 10, 11, 12, 13}).
+			addEcVolumeAndShardsForTest(2, "c1", []uint32{0, 1, 2, 3, 4, 5, 6}),
+	}
+
+	racks := collectRacks(allEcNodes)
+	balanceEcVolumes(nil, "c1", allEcNodes, racks, false)
+}
+
+func TestCommandEcBalanceAddNewServers(t *testing.T) {
+
+	allEcNodes := []*EcNode{
+		newEcNode("dc1", "rack1", "dn1", 100).
+			addEcVolumeAndShardsForTest(1, "c1", []uint32{0, 1, 2, 3, 4, 5, 6}).
+			addEcVolumeAndShardsForTest(2, "c1", []uint32{7, 8, 9, 10, 11, 12, 13}),
+		newEcNode("dc1", "rack1", "dn2", 100).
+			addEcVolumeAndShardsForTest(1, "c1", []uint32{7, 8, 9, 10, 11, 12, 13}).
+			addEcVolumeAndShardsForTest(2, "c1", []uint32{0, 1, 2, 3, 4, 5, 6}),
+		newEcNode("dc1", "rack1", "dn3", 100),
+		newEcNode("dc1", "rack1", "dn4", 100),
+	}
+
+	racks := collectRacks(allEcNodes)
+	balanceEcVolumes(nil, "c1", allEcNodes, racks, false)
+}
+
+func TestCommandEcBalanceAddNewRacks(t *testing.T) {
+
+	allEcNodes := []*EcNode{
+		newEcNode("dc1", "rack1", "dn1", 100).
+			addEcVolumeAndShardsForTest(1, "c1", []uint32{0, 1, 2, 3, 4, 5, 6}).
+			addEcVolumeAndShardsForTest(2, "c1", []uint32{7, 8, 9, 10, 11, 12, 13}),
+		newEcNode("dc1", "rack1", "dn2", 100).
+			addEcVolumeAndShardsForTest(1, "c1", []uint32{7, 8, 9, 10, 11, 12, 13}).
+			addEcVolumeAndShardsForTest(2, "c1", []uint32{0, 1, 2, 3, 4, 5, 6}),
+		newEcNode("dc1", "rack2", "dn3", 100),
+		newEcNode("dc1", "rack2", "dn4", 100),
+	}
+
+	racks := collectRacks(allEcNodes)
+	balanceEcVolumes(nil, "c1", allEcNodes, racks, false)
+}
+
+func TestCommandEcBalanceVolumeEvenButRackUneven(t *testing.T) {
+
+	allEcNodes := []*EcNode{
+		newEcNode("dc1", "rack1", "dn_shared", 100).
+			addEcVolumeAndShardsForTest(1, "c1", []uint32{0}).
+			addEcVolumeAndShardsForTest(2, "c1", []uint32{0}),
+
+		newEcNode("dc1", "rack1", "dn_a1", 100).addEcVolumeAndShardsForTest(1, "c1", []uint32{1}),
+		newEcNode("dc1", "rack1", "dn_a2", 100).addEcVolumeAndShardsForTest(1, "c1", []uint32{2}),
+		newEcNode("dc1", "rack1", "dn_a3", 100).addEcVolumeAndShardsForTest(1, "c1", []uint32{3}),
+		newEcNode("dc1", "rack1", "dn_a4", 100).addEcVolumeAndShardsForTest(1, "c1", []uint32{4}),
+		newEcNode("dc1", "rack1", "dn_a5", 100).addEcVolumeAndShardsForTest(1, "c1", []uint32{5}),
+		newEcNode("dc1", "rack1", "dn_a6", 100).addEcVolumeAndShardsForTest(1, "c1", []uint32{6}),
+		newEcNode("dc1", "rack1", "dn_a7", 100).addEcVolumeAndShardsForTest(1, "c1", []uint32{7}),
+		newEcNode("dc1", "rack1", "dn_a8", 100).addEcVolumeAndShardsForTest(1, "c1", []uint32{8}),
+		newEcNode("dc1", "rack1", "dn_a9", 100).addEcVolumeAndShardsForTest(1, "c1", []uint32{9}),
+		newEcNode("dc1", "rack1", "dn_a10", 100).addEcVolumeAndShardsForTest(1, "c1", []uint32{10}),
+		newEcNode("dc1", "rack1", "dn_a11", 100).addEcVolumeAndShardsForTest(1, "c1", []uint32{11}),
+		newEcNode("dc1", "rack1", "dn_a12", 100).addEcVolumeAndShardsForTest(1, "c1", []uint32{12}),
+		newEcNode("dc1", "rack1", "dn_a13", 100).addEcVolumeAndShardsForTest(1, "c1", []uint32{13}),
+
+		newEcNode("dc1", "rack1", "dn_b1", 100).addEcVolumeAndShardsForTest(2, "c1", []uint32{1}),
+		newEcNode("dc1", "rack1", "dn_b2", 100).addEcVolumeAndShardsForTest(2, "c1", []uint32{2}),
+		newEcNode("dc1", "rack1", "dn_b3", 100).addEcVolumeAndShardsForTest(2, "c1", []uint32{3}),
+		newEcNode("dc1", "rack1", "dn_b4", 100).addEcVolumeAndShardsForTest(2, "c1", []uint32{4}),
+		newEcNode("dc1", "rack1", "dn_b5", 100).addEcVolumeAndShardsForTest(2, "c1", []uint32{5}),
+		newEcNode("dc1", "rack1", "dn_b6", 100).addEcVolumeAndShardsForTest(2, "c1", []uint32{6}),
+		newEcNode("dc1", "rack1", "dn_b7", 100).addEcVolumeAndShardsForTest(2, "c1", []uint32{7}),
+		newEcNode("dc1", "rack1", "dn_b8", 100).addEcVolumeAndShardsForTest(2, "c1", []uint32{8}),
+		newEcNode("dc1", "rack1", "dn_b9", 100).addEcVolumeAndShardsForTest(2, "c1", []uint32{9}),
+		newEcNode("dc1", "rack1", "dn_b10", 100).addEcVolumeAndShardsForTest(2, "c1", []uint32{10}),
+		newEcNode("dc1", "rack1", "dn_b11", 100).addEcVolumeAndShardsForTest(2, "c1", []uint32{11}),
+		newEcNode("dc1", "rack1", "dn_b12", 100).addEcVolumeAndShardsForTest(2, "c1", []uint32{12}),
+		newEcNode("dc1", "rack1", "dn_b13", 100).addEcVolumeAndShardsForTest(2, "c1", []uint32{13}),
+
+		newEcNode("dc1", "rack1", "dn3", 100),
+	}
+
+	racks := collectRacks(allEcNodes)
+	balanceEcVolumes(nil, "c1", allEcNodes, racks, false)
+	balanceEcRacks(context.Background(), nil, racks, false)
+}
+
+func newEcNode(dc string, rack string, dataNodeId string, freeEcSlot int) *EcNode {
+	return &EcNode{
+		info: &master_pb.DataNodeInfo{
+			Id: dataNodeId,
+		},
+		dc:         dc,
+		rack:       RackId(rack),
+		freeEcSlot: freeEcSlot,
+	}
+}
+
+func (ecNode *EcNode) addEcVolumeAndShardsForTest(vid uint32, collection string, shardIds []uint32) *EcNode {
+	return ecNode.addEcVolumeShards(needle.VolumeId(vid), collection, shardIds)
+}

weed/shell/command_volume_balance.go

@@ -5,7 +5,6 @@ import (
 	"flag"
 	"fmt"
 	"io"
-	"math"
 	"os"
 	"sort"
 	"time"
@@ -41,7 +40,7 @@ func (c *commandVolumeBalance) Help() string {
 
 	func balanceWritableVolumes(){
 		idealWritableVolumes = totalWritableVolumes / numVolumeServers
-		for {
+		for hasMovedOneVolume {
 			sort all volume servers ordered by the number of local writable volumes
 			pick the volume server A with the lowest number of writable volumes x
 			pick the volume server B with the highest number of writable volumes y
@@ -187,13 +186,14 @@ func balanceSelectedVolume(commandEnv *CommandEnv, nodes []*Node, sortCandidates
 		selectedVolumeCount += len(dn.selectedVolumes)
 	}
 
-	idealSelectedVolumes := int(math.Ceil(float64(selectedVolumeCount) / float64(len(nodes))))
+	idealSelectedVolumes := ceilDivide(selectedVolumeCount, len(nodes))
 
 	hasMove := true
 
 	for hasMove {
 		hasMove = false
 		sort.Slice(nodes, func(i, j int) bool {
+			// TODO sort by free volume slots???
 			return len(nodes[i].selectedVolumes) < len(nodes[j].selectedVolumes)
 		})
 		emptyNode, fullNode := nodes[0], nodes[len(nodes)-1]